Triple
T5564669
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | FLNC |
E145852
|
entity |
| Predicate | target |
P860
|
FINISHED |
| Object |
French security forces
French security forces are the national law enforcement and military units of France responsible for maintaining internal security, public order, and counterterrorism operations.
|
E307877
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: French security forces | Statement: [FLNC, target, French security forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: French security forces Context triple: [FLNC, target, French security forces]
-
A.
French authorities
French authorities were the governmental and colonial power of France responsible for enforcing French rule and policy, particularly in its overseas territories.
-
B.
National Police of France
The National Police of France is the civilian law enforcement agency responsible for policing urban areas, maintaining public order, and conducting criminal investigations under the authority of the French Ministry of the Interior.
-
C.
French Armed Forces
The French Armed Forces are the unified military forces of France, encompassing the Army, Navy, Air and Space Force, and related services responsible for national defense and overseas operations.
-
D.
Milice française
The Milice française was a collaborationist paramilitary force established by the Vichy regime during World War II to support Nazi Germany by combating the French Resistance and persecuting Jews and political opponents.
-
E.
European gendarmerie forces
The European gendarmerie forces are a coalition of European countries’ military-status police units that collaborate on international security, crisis management, and law enforcement operations.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: French security forces Triple: [FLNC, target, French security forces]
Generated description
French security forces are the national law enforcement and military units of France responsible for maintaining internal security, public order, and counterterrorism operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: French security forces Target entity description: French security forces are the national law enforcement and military units of France responsible for maintaining internal security, public order, and counterterrorism operations.
-
A.
French authorities
French authorities were the governmental and colonial power of France responsible for enforcing French rule and policy, particularly in its overseas territories.
-
B.
National Police of France
chosen
The National Police of France is the civilian law enforcement agency responsible for policing urban areas, maintaining public order, and conducting criminal investigations under the authority of the French Ministry of the Interior.
-
C.
French Armed Forces
The French Armed Forces are the unified military forces of France, encompassing the Army, Navy, Air and Space Force, and related services responsible for national defense and overseas operations.
-
D.
Milice française
The Milice française was a collaborationist paramilitary force established by the Vichy regime during World War II to support Nazi Germany by combating the French Resistance and persecuting Jews and political opponents.
-
E.
European gendarmerie forces
The European gendarmerie forces are a coalition of European countries’ military-status police units that collaborate on international security, crisis management, and law enforcement operations.
- F. None of above.
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69c008fdae24819081aa002ad99cd966 |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c02033cc308190895f13454c57f452 |
completed | March 22, 2026, 5 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c04d0ca0088190a5d63139ba194e8e |
completed | March 22, 2026, 8:11 p.m. |
| NEDg | Description generation | batch_69c04e868cc48190bdb245ba52b9b938 |
completed | March 22, 2026, 8:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c04f0de68c8190817b525f2d8ef327 |
completed | March 22, 2026, 8:20 p.m. |
Created at: March 22, 2026, 3:36 p.m.